I am running some regression questions in Mplus using SEM (criterion variables are latent). I begin the model with a single predictor variable, then add a second variable to test it's incremental validity in predicting the criteria over the first variable. I can easily calculate the change in R-squared from the two different models, but I can't figure out how to test the significance of this change.